Topbots

DECEMBER 5, 2023

Top 10 AI Research Papers 2023 1. Sparks of AGI by Microsoft Summary In this research paper, a team from Microsoft Research analyzes an early version of OpenAI’s GPT-4, which was still under active development at the time. Sign up for more AI research updates. Enjoy this article?

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AI Researcher AI Research Natural Language Processing Neural Network 111

Marktechpost

DECEMBER 10, 2023

Natural language processing (NLP) has entered a transformational period with the introduction of Large Language Models (LLMs), like the GPT series, setting new performance standards for various linguistic tasks. Autoregressive pretraining has substantially contributed to computer vision in addition to NLP.

BERT 117

BERT Computer Vision Natural Language Processing Large Language Models 117

Marktechpost

DECEMBER 7, 2023

The intersection of computer vision and natural language processing has long grappled with the challenge of generating regional captions for entities within images. Researchers have pursued methods that efficiently address this gap, seeking ways to enable models to understand and describe diverse image elements.

Computer Vision 87

Computer Vision Natural Language Processing Large Language Models AI Researcher 87

Marktechpost

JANUARY 19, 2024

Task-agnostic model pre-training is now the norm in Natural Language Processing, driven by the recent revolution in large language models (LLMs) like ChatGPT. These models showcase proficiency in tackling intricate reasoning tasks, adhering to instructions, and serving as the backbone for widely used AI assistants.

AI Researcher 117

AI Researcher AI Research Natural Language Processing Large Language Models 117

Marktechpost

NOVEMBER 10, 2023

In image recognition, researchers and developers constantly seek innovative approaches to enhance the accuracy and efficiency of computer vision systems. All credit for this research goes to the researchers of this project. Check out the Paper. If you like our work, you will love our newsletter.

Convolutional Neural Networks 97

Convolutional Neural Networks Computer Vision Natural Language Processing Neural Network 97

Marktechpost

OCTOBER 18, 2023

The discipline of robotics continues to be more fragmented than others, such as computer vision or natural language processing, where benchmarks and datasets are standardized. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter. We are also on WhatsApp.

Robotics 111

Robotics Artificial Intelligence Artificial Intelligence AI Researcher 111

Marktechpost

SEPTEMBER 4, 2023

With the growing advancements in the field of Artificial Intelligence, its sub-fields, including Natural Language Processing, Natural Language Generation, Computer Vision, etc., Optical Character Recognition (OCR) is a well-established and heavily investigated area of computer vision.

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Computer Vision Natural Language Processing Artificial Intelligence Artificial Intelligence 133

Marktechpost

DECEMBER 14, 2023

These models are often employed in various fields, including natural language processing, computer vision, music generation, etc. Researchers at Stanford University, Northeastern University, and Salesforce AI research built UniControl. Check out the Paper, GitHub, and Project Page.

Computer Vision 112

Computer Vision Natural Language Processing AI AI 112

Topbots

DECEMBER 19, 2023

Generated with Midjourney The NeurIPS 2023 conference showcased a range of significant advancements in AI, with a particular focus on large language models (LLMs), reflecting current trends in AI research. These awards highlight the latest achievements and novel approaches in AI research. Enjoy this article?

Large Language Models 110

Large Language Models Natural Language Processing AI Researcher AI Research 110

Marktechpost

DECEMBER 23, 2023

DNNs have gained immense prominence in various fields, including computer vision, natural language processing, and pattern recognition, due to their ability to handle large volumes of data and extract high-level features, leading to remarkable advancements in machine learning and AI applications.

Neural Network 119

Neural Network Machine Learning Natural Language Processing Computer Vision 119

BAIR

MARCH 11, 2024

graduates have each expanded the frontiers of AI research and are now ready to embark on new adventures in academia, industry, and beyond. These fantastic individuals bring with them a wealth of knowledge, fresh ideas, and a drive to continue contributing to the advancement of AI.

Robotics 100

Robotics Natural Language Processing Machine Learning Computer Vision 100

Marktechpost

SEPTEMBER 12, 2023

With the constant advancements in the field of Artificial Intelligence, its subfields, including Natural Language Processing, Natural Language Generation, Natural Language Understanding, and Computer Vision, are getting significantly popular. Check out the Paper.

Large Language Models 117

Large Language Models Natural Language Processing Computer Vision Artificial Intelligence 117

Marktechpost

DECEMBER 25, 2023

Transformer models are crucial in machine learning for language and vision processing tasks. Transformers, renowned for their effectiveness in sequential data handling, play a pivotal role in natural language processing and computer vision. Check out the Paper.

Computer Vision 122

Computer Vision Natural Language Processing Machine Learning Data Integration 122

Marktechpost

JANUARY 2, 2024

Transformer-based LLMs have significantly advanced machine learning capabilities, showcasing remarkable proficiency in domains like natural language processing, computer vision, and reinforcement learning. All credit for this research goes to the researchers of this project.

Machine Learning 135

Machine Learning Natural Language Processing Computer Vision LLM 135

Marktechpost

SEPTEMBER 17, 2023

Large language models (LLMs) built on transformers, including ChatGPT and GPT-4, have demonstrated amazing natural language processing abilities. The creation of transformer-based NLP models has sparked advancements in designing and using transformer-based models in computer vision and other modalities.

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Large Language Models Natural Language Processing Computer Vision BERT 131

Marktechpost

DECEMBER 18, 2023

Large Language Models (LLMs) have successfully utilized the power of Artificial Intelligence (AI) sub-fields, including Natural Language Processing (NLP), Natural Language Generation (NLG), and Computer Vision. All credit for this research goes to the researchers of this project.

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Large Language Models Computer Vision Natural Language Processing Artificial Intelligence 105

Heartbeat

JUNE 5, 2023

Without proper tracking, optimization, and collaboration tools, ML practitioners can quickly become overwhelmed and lose track of their progress. Comet’s integrations are modular and customizable, enabling teams to incorporate new approaches and tools to their ML platforms. This is where Comet comes in.

ML 59

ML Machine Learning Natural Language Processing Data Scientist 59

Marktechpost

DECEMBER 27, 2023

Large Language Models (LLMs) have recently taken over the Artificial Intelligence (AI) community, all thanks to their marvelous capabilities and performance. All credit for this research goes to the researchers of this project. Check out the Paper and Github. If you like our work, you will love our newsletter.

Computer Vision 103

Computer Vision Natural Language Processing Large Language Models Artificial Intelligence 103

Marktechpost

DECEMBER 13, 2023

Large Language Models (LLMs), due to their strong generalization and reasoning powers, have significantly uplifted the Artificial Intelligence (AI) community. All credit for this research goes to the researchers of this project. Check out the Paper , Github, and Blog. If you like our work, you will love our newsletter.

Large Language Models 122

Large Language Models LLM Natural Language Processing Computer Vision 122

Marktechpost

JULY 16, 2023

This idea is based on “example packing,” a technique used in natural language processing to efficiently train models with inputs of varying lengths by combining several instances into a single sequence. All Credit For This Research Goes To the Researchers on This Project. Check out the Paper.

Convolutional Neural Networks 94

Convolutional Neural Networks Neural Network Computer Vision Natural Language Processing 94

Viso.ai

DECEMBER 1, 2023

We will explore popular use cases of AI models and discuss how they can be used effectively in business and other settings. In particular, we will cover the following: Concepts of AI vs. ML vs. DL What is an AI model, what’s an ML model, or a DL model? In simple words, ML or machine learning is a part of AI.

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AI Modeling Neural Network Computer Vision Deep Learning 98

Marktechpost

DECEMBER 24, 2023

Self-attention greatly enhances the performance of transformers in real-world applications, including computer vision and Natural Language Processing (NLP). In a recent study , researchers have provided a mathematical model that can be used to perceive Transformers as particle systems in interaction.

Machine Learning 119

Machine Learning Neural Network Natural Language Processing Computer Vision 119

Marktechpost

NOVEMBER 12, 2023

In deep learning, Transformer neural networks have garnered significant attention for their effectiveness in various domains, especially in natural language processing and emerging applications like computer vision, robotics, and autonomous driving. Check out the Paper and Google Article.

Artificial Intelligence 143

Artificial Intelligence Artificial Intelligence Neural Network Deep Learning 143

Marktechpost

JULY 1, 2023

Additionally, this integration enables us to immediately use the most recent developments in computer vision and natural language processing, maximizing the advantages associated with both disciplines. LENS gives any off-the-shelf LLM the ability to see without further training or data.

Large Language Models 91

Large Language Models Computer Vision LLM Natural Language Processing 91

Marktechpost

JUNE 7, 2023

The transformer models like BERT and T5 have recently got popular due to their excellent properties and have utilized the idea of self-supervision in Natural Language Processing tasks. These models are first trained with massive amounts of unlabeled data, then fine-tuned with labeled data samples.

Natural Language Processing 89

Natural Language Processing BERT Computer Vision Artificial Intelligence 89

Marktechpost

JULY 11, 2023

The ability of deep learning to handle high-dimensional, unstructured data and its remarkable performance in complex tasks have made it a cornerstone of modern AI applications, driving advancements in fields ranging from healthcare and finance to robotics and computer vision. Check out the Paper and Code.

Neural Network 98

Neural Network Deep Learning Computer Vision Natural Language Processing 98

Marktechpost

DECEMBER 13, 2023

Large Vision-Language Models (LVLMs) combine computer vision and natural language processing to generate text descriptions of visual content. All credit for this research goes to the researchers of this project. Check out the Paper and Project.

Computer Vision 80

Computer Vision Natural Language Processing AI AI 80

The MLOps Blog

AUGUST 11, 2023

There comes a time when every ML practitioner realizes that training a model in Jupyter Notebook is just one small part of the entire project. At that point, the Data Scientists or ML Engineers become curious and start looking for such implementations. What are ML pipeline architecture design patterns?

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ML Machine Learning Data Ingestion Deep Learning 52

Marktechpost

DECEMBER 16, 2023

A custom-trained natural language processing (NLP) algorithm, X-Raydar-NLP, labeled the chest X-rays using a taxonomy of 37 findings extracted from the reports. X-Raydar, the computer vision algorithm, used InceptionV3 for feature extraction and achieved optimal results using a custom loss function and class weighting factors.

Neural Network 74

Neural Network Auto-classification NLP Natural Language Processing 74

Marktechpost

OCTOBER 18, 2023

They have used these parallels to address prevalent issues in computer vision and natural language processing. All Credit For This Research Goes To the Researchers on This Project. Join our AI Channel on Whatsapp. Check out the Paper. If you like our work, you will love our newsletter.

Deep Learning 113

Deep Learning Neural Network Natural Language Processing Computer Vision 113

Google Research AI blog

APRIL 19, 2023

This transformative potential requires us to be responsible not only in how we advance our technology, but also in how we envision which technologies to build, and how we assess the social impact AI and ML-enabled technologies have on the world.

Responsible AI 120

Responsible AI Computer Vision AI AI 120

Marktechpost

NOVEMBER 10, 2023

NLP, or Natural Language Processing, is a field of AI focusing on human-computer interaction using language. NLP aims to make computers understand, interpret, and generate human language. All credit for this research goes to the researchers of this project. Check out the Paper.

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BERT ChatGPT Large Language Models NLP 121

Marktechpost

JUNE 25, 2023

Modern machine learning relies heavily on optimization to provide effective answers to challenging issues in areas as varied as computer vision, natural language processing, and reinforcement learning. Applications with numerous agents, each with its optimizer, have made learning-rate tuning more difficult.

Natural Language Processing 99

Natural Language Processing Computer Vision Algorithm AI 99

Marktechpost

NOVEMBER 10, 2023

The study’s findings reveal the potential of GPT-4V for enhancing natural language processing and computer vision applications. Based on the latest research, the current version of GPT-4V is not suitable for practical medical diagnostics due to its unreliable and suboptimal responses.

Computer Vision 89

Computer Vision Natural Language Processing AI AI 89

Marktechpost

JULY 16, 2023

Its current development, i.e., the introduction of Large Language Models, has gained everyone’s attention due to its incredible human-imitating capabilities. Not only Language processing, these models have also gained success in the field of Computer vision. Check out the Paper and GitHub link.

Categorization 89

Categorization Computer Vision Natural Language Processing Large Language Models 89

Marktechpost

JULY 16, 2023

They represent a cutting-edge fusion of natural language processing (NLP) and computer vision (CV). The process begins with the text encoder, which encodes the input textual description into a meaningful latent representation. All Credit For This Research Goes To the Researchers on This Project.

Computer Vision 98

Computer Vision Neural Network Natural Language Processing Deep Learning 98

Viso.ai

DECEMBER 20, 2023

In this blog article, we’ll explore MindSpore in-depth: Understanding the Architecture Reviewing Optimization Techniques Exploring Adaptability Ease of development Upsides and Commercial Risks About us : Viso Suite is the most powerful end-to-end computer vision platform. It accelerates AI research and prototype development.

Deep Learning 52

Deep Learning Neural Network Computer Vision Natural Language Processing 52